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docs: update supported strategies in README

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Mohammad Aghdam
2025-10-02 07:45:37 +02:00
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README.md
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@@ -10,11 +10,14 @@ A comprehensive **machine learning and deep learning trading framework** that co
6. **Backtesting** (VectorBT or simple custom code) 6. **Backtesting** (VectorBT or simple custom code)
7. **Live trading** integration with MetaTrader 5 7. **Live trading** integration with MetaTrader 5
### Supported Labeling Strategies: ### Supported Strategies:
- **Regression** on next-bar returns - **Regression** on next-bar returns
- **Multi-bar classification** - **Multi-bar classification**
- **Double-barrier labeling** (López de Prado style) - **Double-barrier labeling** (López de Prado style)
- **Regime detection** (simple up/down/sideways approach) - **Regime detection** (simple up/down/sideways approach)
- **Momentum Strategy**
- **Pairs Trading (Cointegration)**
- **Pairs Trading (Clustering)**
This project provides a flexible **template** for you to **create and add your own** custom labeling functions or feature engineering steps, allowing you to experiment with new ideas and strategies. This project provides a flexible **template** for you to **create and add your own** custom labeling functions or feature engineering steps, allowing you to experiment with new ideas and strategies.